DYJ NeuroGrid AI

DYJ NeuroGrid AI is an intelligent trading system that combines price action structure recognition with neural network decision-making. Instead of relying on traditional indicator stacking, it focuses on identifying key market structures (such as the Outside Bar) and only activates trading logic when meaningful price action appears. This approach significantly reduces noise and avoids excessive trading.

The system integrates a pre-trained ONNX neural network model, fully embedded and running locally within the EA. It requires no external dependencies such as DLLs, Python environments, or network connections. The model evaluates multiple market features, including volatility, price range positioning, candlestick structure strength, volume dynamics, and time-based factors. It then outputs directional probabilities (Buy / Sell / Neutral), which are filtered through a confidence threshold to eliminate low-quality signals. This transforms trading from indicator-based guessing into probability-driven decision-making.

On the execution side, the EA employs a strict risk management framework. Position sizing is dynamically calculated based on both account equity and margin constraints, allowing it to adapt automatically to different instruments and account sizes. In addition, the system performs comprehensive trade validation, including minimum lot size, volume step alignment, stop level restrictions, freeze level checks, and margin sufficiency. Every trade is ensured to comply with broker requirements before execution.

Stop-loss and take-profit levels are derived from current market structure and adjusted dynamically based on a predefined risk-reward ratio. In edge cases, the system automatically corrects SL/TP distances to prevent order rejection due to spread or broker limitations. The EA also includes an automatic position reversal mechanism, ensuring that opposing signals will close existing positions and maintain directional consistency.

Unlike high-frequency or martingale-based systems, DYJ NeuroGrid AI follows a low-frequency, high-quality trading approach. Trades are only executed when both structural conditions and model predictions align. This naturally results in fewer trades, but with a stronger emphasis on quality over quantity. The objective is not constant activity, but selective participation under favorable conditions.

The EA is suitable for gold (XAUUSD) and major forex pairs, with particularly strong performance in volatile market environments. It is designed for traders who prefer disciplined strategies, reject high-risk averaging methods, and seek a systematic approach enhanced by AI-based decision logic.

It is important to note that this system does not guarantee continuous profits, nor does it trade in all market conditions. Its purpose is to filter noise, control risk, and execute trades only when a statistical edge is present. For traders who understand the nature of the market, this level of selectivity is not a limitation—but a necessary condition for long-term stability.

Minimum System Requirements:

1. Windows 10 or Windows 11 operating system.

2. Microsoft Visual C++ 2015–2022 Redistributable (x64) is required.

   Please ensure that VC_redist.x64.exe has been installed.

Input Parameters

InpMagic = 123456 -- Magic number for identifying EA trades

InpRiskEquity = 0.0001 -- Risk control. Greater than 0 = dynamic risk, less than 0 = fixed lot

InpTakeprofit = 0 -- Take profit. Less than 0 = auto, 0 = disabled, greater than 0 = fixed points

InpStopsoss = 0 -- Stop loss. Less than 0 = auto, 0 = disabled, greater than 0 = fixed points